Efficient privacy-preserving inference for convolutional neural networks

Han Xuanyuan, Francisco Vargas, Stephen Cummins

The processing of sensitive user data using deep learning models is an area that has gained recent traction. Existing work has leveraged homomorphic encryption (HE) schemes to enab…